Source code for the data analysis and models, including the FewSOC prompting framework for O*NET-SOC classification, used in the paper "Leveraging Large Language Models for Career Mobility Analysis: A Study of Gender, Race, and Job Change Using U.S. Online Resume Profiles."
regression-analysis resume-analysis career-mobility few-shot-learning labor-economics academic-research gender-disparity large-language-models prompt-engineering llm-classification multilevel-modeling onet-soc socioeconomic-analysis racial-disparity
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Oct 22, 2025 - Jupyter Notebook